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Distilgpt2 Nepali by Sakonii

By Sakonii · 54 downloads

Distilgpt2 Nepali is an open-source language model by Sakonii. Features: 88.2m LLM, VRAM: 0.3GB, License: apache-2.0, LLM Explorer Score: 0.

  Arxiv:1911.02116 Dataset:sakonii/nepalitext-lan...   Endpoints compatible   Generated from trainer   Gpt2   Pytorch   Region:us   Safetensors

Distilgpt2 Nepali Parameters and Internals

Model Type 
Causal Language Model
Use Cases 
Areas:
Nepali text generation
Applications:
Fine-tuning on Nepali language focused downstream tasks
Primary Use Cases:
Nepali text generation
Limitations:
May not perform satisfactorily on shorter sequences due to training on text blocks of size 512 tokens
Supported Languages 
Nepali (native)
Training Details 
Data Sources:
nepalitext-language-model-dataset, OSCAR, cc100, Wikipedia
Data Volume:
13 million text sequences
Methodology:
Causal language modeling (CLM) objective using Sentence Piece Model (SPM) for text tokenization similar to XLM-ROBERTa
Context Length:
512
Training Time:
around 188.8K training steps
Input Output 
Input Format:
text sequence up to 512 tokens
Accepted Modalities:
text
Output Format:
text generation
Performance Tips:
Set a seed for reproducibility due to reliance on randomness in text generation.
LLM NameDistilgpt2 Nepali
Repository πŸ€—https://huggingface.co/Sakonii/distilgpt2-nepali 
Model Size88.2m
Required VRAM0.3 GB
Updated2026-07-30
MaintainerSakonii
Model Typegpt2
Model Files  0.3 GB   0.3 GB   0.0 GB
Model ArchitectureGPT2LMHeadModel
Licenseapache-2.0
Model Max Length512
Transformers Version4.17.0
Tokenizer ClassXLMRobertaTokenizer
Padding Token<pad>
Vocabulary Size50257
Torch Data Typefloat32
Activation Functiongelu_new

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